Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	138
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	15.2 KiB
Average record size in memory	112.9 B

Variable types

Numeric	13
Categorical	1

Alerts

`alcohol` is highly overall correlated with `color_intensity` and 2 other fields	High correlation
`color_intensity` is highly overall correlated with `alcohol` and 1 other fields	High correlation
`flavanoids` is highly overall correlated with `hue` and 5 other fields	High correlation
`hue` is highly overall correlated with `flavanoids` and 2 other fields	High correlation
`magnesium` is highly overall correlated with `proline`	High correlation
`malic_acid` is highly overall correlated with `hue`	High correlation
`nonflavanoid_phenols` is highly overall correlated with `flavanoids` and 1 other fields	High correlation
`od280/od315_of_diluted_wines` is highly overall correlated with `flavanoids` and 4 other fields	High correlation
`proanthocyanins` is highly overall correlated with `flavanoids` and 2 other fields	High correlation
`proline` is highly overall correlated with `alcohol` and 2 other fields	High correlation
`target` is highly overall correlated with `alcohol` and 6 other fields	High correlation
`total_phenols` is highly overall correlated with `flavanoids` and 3 other fields	High correlation

Reproduction

Analysis started	2024-03-03 14:05:25.762766
Analysis finished	2024-03-03 14:06:13.341194
Duration	47.58 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

alcohol
Real number (ℝ)

HIGH CORRELATION

Distinct	102
Distinct (%)	73.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.977101

Minimum	11.03
Maximum	14.83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	11.03
5-th percentile	11.7705
Q1	12.37
median	13.04
Q3	13.56
95-th percentile	14.2405
Maximum	14.83
Range	3.8
Interquartile range (IQR)	1.19

Descriptive statistics

Standard deviation	0.8025927
Coefficient of variation (CV)	0.061846839
Kurtosis	-0.6820526
Mean	12.977101
Median Absolute Deviation (MAD)	0.63
Skewness	0.00249994
Sum	1790.84
Variance	0.64415504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.05	6	4.3%
12.37	5	3.6%
12.08	4	2.9%
12.29	3	2.2%
12.25	3	2.2%
12	3	2.2%
12.72	2	1.4%
12.42	2	1.4%
13.86	2	1.4%
13.24	2	1.4%
Other values (92)	106	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.03	1	0.7%
11.41	1	0.7%
11.45	1	0.7%
11.46	1	0.7%
11.61	1	0.7%
11.64	1	0.7%
11.66	1	0.7%
11.79	1	0.7%
11.81	1	0.7%
11.82	2	1.4%

Value	Count	Frequency (%)
14.83	1	0.7%
14.75	1	0.7%
14.39	1	0.7%
14.38	1	0.7%
14.37	1	0.7%
14.34	1	0.7%
14.3	1	0.7%
14.23	1	0.7%
14.22	2	1.4%
14.21	1	0.7%

malic_acid
Real number (ℝ)

HIGH CORRELATION

Distinct	105
Distinct (%)	76.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3294203

Minimum	0.74
Maximum	5.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.74
5-th percentile	0.9885
Q1	1.61
median	1.81
Q3	3.1575
95-th percentile	4.3705
Maximum	5.8
Range	5.06
Interquartile range (IQR)	1.5475

Descriptive statistics

Standard deviation	1.0995698
Coefficient of variation (CV)	0.4720358
Kurtosis	0.1061509
Mean	2.3294203
Median Absolute Deviation (MAD)	0.475
Skewness	0.95870793
Sum	321.46
Variance	1.2090537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.73	7	5.1%
1.81	4	2.9%
1.67	3	2.2%
1.51	3	2.2%
1.68	3	2.2%
1.61	3	2.2%
1.53	3	2.2%
1.9	2	1.4%
1.75	2	1.4%
1.83	2	1.4%
Other values (95)	106	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.74	1	0.7%
0.89	1	0.7%
0.9	1	0.7%
0.92	1	0.7%
0.94	2	1.4%
0.98	1	0.7%
0.99	1	0.7%
1.09	1	0.7%
1.13	2	1.4%
1.17	1	0.7%

Value	Count	Frequency (%)
5.8	1	0.7%
5.51	1	0.7%
5.04	1	0.7%
4.72	1	0.7%
4.61	1	0.7%
4.6	1	0.7%
4.43	1	0.7%
4.36	1	0.7%
4.31	1	0.7%
4.28	1	0.7%

ash
Real number (ℝ)

Distinct	69
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3645652

Minimum	1.36
Maximum	3.22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1.36
5-th percentile	1.92
Q1	2.2
median	2.36
Q3	2.56
95-th percentile	2.7315
Maximum	3.22
Range	1.86
Interquartile range (IQR)	0.36

Descriptive statistics

Standard deviation	0.26906738
Coefficient of variation (CV)	0.11379148
Kurtosis	1.0609598
Mean	2.3645652
Median Absolute Deviation (MAD)	0.17
Skewness	-0.28336276
Sum	326.31
Variance	0.072397255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.7	6	4.3%
2.3	5	3.6%
2.36	5	3.6%
2.2	5	3.6%
2.48	4	2.9%
2.32	4	2.9%
2.28	4	2.9%
2.64	3	2.2%
2.62	3	2.2%
2.17	3	2.2%
Other values (59)	96	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.36	1	0.7%
1.71	1	0.7%
1.75	1	0.7%
1.82	1	0.7%
1.88	1	0.7%
1.9	1	0.7%
1.92	2	1.4%
1.95	1	0.7%
1.98	2	1.4%
1.99	1	0.7%

Value	Count	Frequency (%)
3.22	1	0.7%
2.87	1	0.7%
2.86	1	0.7%
2.84	1	0.7%
2.78	1	0.7%
2.75	1	0.7%
2.74	1	0.7%
2.73	1	0.7%
2.72	2	1.4%
2.7	6	4.3%

alcalinity_of_ash
Real number (ℝ)

Distinct	54
Distinct (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.619565

Minimum	10.6
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	10.6
5-th percentile	14.51
Q1	17.2
median	19.55
Q3	21.5
95-th percentile	25
Maximum	30
Range	19.4
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	3.3685072
Coefficient of variation (CV)	0.17169123
Kurtosis	0.50297475
Mean	19.619565
Median Absolute Deviation (MAD)	2.05
Skewness	0.07742498
Sum	2707.5
Variance	11.346841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	12	8.7%
21	10	7.2%
21.5	8	5.8%
16	8	5.8%
22.5	7	5.1%
19	7	5.1%
19.5	6	4.3%
18.5	6	4.3%
25	5	3.6%
16.8	5	3.6%
Other values (44)	64	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.6	1	0.7%
11.2	1	0.7%
11.4	1	0.7%
12.4	1	0.7%
13.2	1	0.7%
14	2	1.4%
14.6	1	0.7%
14.8	1	0.7%
15.2	2	1.4%
15.5	1	0.7%

Value	Count	Frequency (%)
30	1	0.7%
28.5	1	0.7%
27	1	0.7%
26.5	1	0.7%
25.5	1	0.7%
25	5	3.6%
24.5	2	1.4%
24	4	2.9%
23.6	1	0.7%
23.5	1	0.7%

magnesium
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	35.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.971014

Minimum	70
Maximum	162
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	70
5-th percentile	81.85
Q1	88
median	98
Q3	108
95-th percentile	127.15
Maximum	162
Range	92
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	14.991454
Coefficient of variation (CV)	0.149958
Kurtosis	2.1103623
Mean	99.971014
Median Absolute Deviation (MAD)	10
Skewness	1.1432371
Sum	13796
Variance	224.74368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
86	11	8.0%
88	10	7.2%
96	7	5.1%
102	6	4.3%
101	6	4.3%
112	6	4.3%
85	5	3.6%
98	5	3.6%
89	4	2.9%
106	4	2.9%
Other values (39)	74	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	0.7%
78	2	1.4%
80	3	2.2%
81	1	0.7%
82	1	0.7%
84	3	2.2%
85	5	3.6%
86	11	8.0%
87	3	2.2%
88	10	7.2%

Value	Count	Frequency (%)
162	1	0.7%
151	1	0.7%
139	1	0.7%
136	1	0.7%
134	1	0.7%
132	1	0.7%
128	1	0.7%
127	1	0.7%
124	1	0.7%
123	1	0.7%

total_phenols
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	58.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2828986

Minimum	0.98
Maximum	3.88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.98
5-th percentile	1.38
Q1	1.705
median	2.375
Q3	2.8
95-th percentile	3.2075
Maximum	3.88
Range	2.9
Interquartile range (IQR)	1.095

Descriptive statistics

Standard deviation	0.62570743
Coefficient of variation (CV)	0.27408464
Kurtosis	-0.78757352
Mean	2.2828986
Median Absolute Deviation (MAD)	0.48
Skewness	0.055622215
Sum	315.04
Variance	0.39150979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2	8	5.8%
2.8	6	4.3%
2.6	5	3.6%
3	5	3.6%
1.38	4	2.9%
2.85	4	2.9%
1.65	3	2.2%
2.95	3	2.2%
1.48	3	2.2%
2	3	2.2%
Other values (70)	94	68.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.98	1	0.7%
1.1	1	0.7%
1.25	1	0.7%
1.28	1	0.7%
1.3	1	0.7%
1.38	4	2.9%
1.39	2	1.4%
1.4	2	1.4%
1.41	1	0.7%
1.45	2	1.4%

Value	Count	Frequency (%)
3.88	1	0.7%
3.85	1	0.7%
3.5	1	0.7%
3.38	1	0.7%
3.3	1	0.7%
3.27	1	0.7%
3.25	1	0.7%
3.2	1	0.7%
3.18	1	0.7%
3.15	1	0.7%

flavanoids
Real number (ℝ)

HIGH CORRELATION

Distinct	108
Distinct (%)	78.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9989855

Minimum	0.34
Maximum	3.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.34
5-th percentile	0.5085
Q1	1.2275
median	2.155
Q3	2.7875
95-th percentile	3.305
Maximum	3.74
Range	3.4
Interquartile range (IQR)	1.56

Descriptive statistics

Standard deviation	0.95743673
Coefficient of variation (CV)	0.47896132
Kurtosis	-1.2556921
Mean	1.9989855
Median Absolute Deviation (MAD)	0.795
Skewness	-0.18582169
Sum	275.86
Variance	0.91668509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.65	4	2.9%
2.68	3	2.2%
0.6	3	2.2%
3.39	2	1.4%
1.36	2	1.4%
2.53	2	1.4%
0.66	2	1.4%
1.59	2	1.4%
2.79	2	1.4%
1.69	2	1.4%
Other values (98)	114	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.34	1	0.7%
0.47	2	1.4%
0.48	1	0.7%
0.49	1	0.7%
0.5	2	1.4%
0.51	1	0.7%
0.52	1	0.7%
0.55	1	0.7%
0.56	1	0.7%
0.57	1	0.7%

Value	Count	Frequency (%)
3.74	1	0.7%
3.69	1	0.7%
3.54	1	0.7%
3.49	1	0.7%
3.4	1	0.7%
3.39	2	1.4%
3.29	1	0.7%
3.27	1	0.7%
3.25	1	0.7%
3.24	1	0.7%

nonflavanoid_phenols
Real number (ℝ)

HIGH CORRELATION

Distinct	36
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3592029

Minimum	0.13
Maximum	0.63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.13
5-th percentile	0.1985
Q1	0.27
median	0.34
Q3	0.43
95-th percentile	0.58
Maximum	0.63
Range	0.5
Interquartile range (IQR)	0.16

Descriptive statistics

Standard deviation	0.12000037
Coefficient of variation (CV)	0.33407407
Kurtosis	-0.59866936
Mean	0.3592029
Median Absolute Deviation (MAD)	0.08
Skewness	0.41380057
Sum	49.57
Variance	0.01440009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0.29	9	6.5%
0.43	9	6.5%
0.3	8	5.8%
0.26	8	5.8%
0.37	7	5.1%
0.34	7	5.1%
0.4	7	5.1%
0.53	6	4.3%
0.32	6	4.3%
0.27	6	4.3%
Other values (26)	65	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.13	1	0.7%
0.14	2	1.4%
0.17	3	2.2%
0.19	1	0.7%
0.2	2	1.4%
0.21	5	3.6%
0.22	4	2.9%
0.24	5	3.6%
0.25	1	0.7%
0.26	8	5.8%

Value	Count	Frequency (%)
0.63	3	2.2%
0.61	2	1.4%
0.6	1	0.7%
0.58	3	2.2%
0.55	1	0.7%
0.53	6	4.3%
0.52	4	2.9%
0.5	5	3.6%
0.48	3	2.2%
0.47	2	1.4%

proanthocyanins
Real number (ℝ)

HIGH CORRELATION

Distinct	86
Distinct (%)	62.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6089855

Minimum	0.42
Maximum	3.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.42
5-th percentile	0.7225
Q1	1.25
median	1.59
Q3	1.9575
95-th percentile	2.7675
Maximum	3.58
Range	3.16
Interquartile range (IQR)	0.7075

Descriptive statistics

Standard deviation	0.58386491
Coefficient of variation (CV)	0.36287767
Kurtosis	0.62506992
Mean	1.6089855
Median Absolute Deviation (MAD)	0.36
Skewness	0.52827847
Sum	222.04
Variance	0.34089823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.35	6	4.3%
1.87	5	3.6%
1.46	4	2.9%
1.66	4	2.9%
1.98	4	2.9%
1.25	3	2.2%
2.08	3	2.2%
1.56	3	2.2%
1.14	3	2.2%
1.63	3	2.2%
Other values (76)	100	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.42	2	1.4%
0.55	1	0.7%
0.62	1	0.7%
0.64	2	1.4%
0.68	1	0.7%
0.73	1	0.7%
0.75	1	0.7%
0.8	2	1.4%
0.81	1	0.7%
0.83	1	0.7%

Value	Count	Frequency (%)
3.58	1	0.7%
3.28	1	0.7%
2.91	2	1.4%
2.81	3	2.2%
2.76	1	0.7%
2.7	1	0.7%
2.5	1	0.7%
2.49	1	0.7%
2.45	1	0.7%
2.38	1	0.7%

color_intensity
Real number (ℝ)

HIGH CORRELATION

Distinct	110
Distinct (%)	79.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.997029

Minimum	1.28
Maximum	13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1.28
5-th percentile	2.06
Q1	3.0575
median	4.69
Q3	6.1825
95-th percentile	9.7299999
Maximum	13
Range	11.72
Interquartile range (IQR)	3.125

Descriptive statistics

Standard deviation	2.3291204
Coefficient of variation (CV)	0.46610105
Kurtosis	0.66826206
Mean	4.997029
Median Absolute Deviation (MAD)	1.585
Skewness	0.92174459
Sum	689.59
Variance	5.424802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.6	4	2.9%
5	3	2.2%
2.9	3	2.2%
5.4	3	2.2%
5.1	3	2.2%
3.05	3	2.2%
2.45	2	1.4%
3.4	2	1.4%
1.95	2	1.4%
2.65	2	1.4%
Other values (100)	111	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.28	1	0.7%
1.74	1	0.7%
1.9	1	0.7%
1.95	2	1.4%
2	1	0.7%
2.06	2	1.4%
2.08	1	0.7%
2.12	1	0.7%
2.2	1	0.7%
2.3	1	0.7%

Value	Count	Frequency (%)
13	1	0.7%
11.75	1	0.7%
10.8	1	0.7%
10.52	1	0.7%
10.26	1	0.7%
10.2	1	0.7%
9.899999	1	0.7%
9.7	1	0.7%
9.4	1	0.7%
8.9	1	0.7%

hue
Real number (ℝ)

HIGH CORRELATION

Distinct	69
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.94953623

Minimum	0.48
Maximum	1.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0.48
5-th percentile	0.57
Q1	0.7825
median	0.96
Q3	1.09
95-th percentile	1.2845
Maximum	1.71
Range	1.23
Interquartile range (IQR)	0.3075

Descriptive statistics

Standard deviation	0.22358242
Coefficient of variation (CV)	0.23546486
Kurtosis	0.022526443
Mean	0.94953623
Median Absolute Deviation (MAD)	0.155
Skewness	0.059540318
Sum	131.036
Variance	0.049989097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.04	7	5.1%
0.96	5	3.6%
1.12	5	3.6%
1.23	4	2.9%
0.57	4	2.9%
0.89	4	2.9%
1.05	4	2.9%
1.19	4	2.9%
0.75	3	2.2%
0.92	3	2.2%
Other values (59)	95	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.48	1	0.7%
0.54	1	0.7%
0.55	1	0.7%
0.56	2	1.4%
0.57	4	2.9%
0.58	2	1.4%
0.59	2	1.4%
0.6	1	0.7%
0.61	1	0.7%
0.62	1	0.7%

Value	Count	Frequency (%)
1.71	1	0.7%
1.42	1	0.7%
1.38	1	0.7%
1.36	1	0.7%
1.33	1	0.7%
1.31	2	1.4%
1.28	2	1.4%
1.25	2	1.4%
1.23	4	2.9%
1.22	1	0.7%

od280/od315_of_diluted_wines
Real number (ℝ)

HIGH CORRELATION

Distinct	101
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6049275

Minimum	1.27
Maximum	3.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1.27
5-th percentile	1.4625
Q1	1.97
median	2.78
Q3	3.155
95-th percentile	3.533
Maximum	3.92
Range	2.65
Interquartile range (IQR)	1.185

Descriptive statistics

Standard deviation	0.68603935
Coefficient of variation (CV)	0.26336216
Kurtosis	-1.0442341
Mean	2.6049275
Median Absolute Deviation (MAD)	0.49
Skewness	-0.34519963
Sum	359.48
Variance	0.47064999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.78	4	2.9%
2.87	4	2.9%
1.82	4	2.9%
1.75	3	2.2%
1.33	3	2.2%
3.33	3	2.2%
3	3	2.2%
2.31	3	2.2%
2.26	2	1.4%
2.84	2	1.4%
Other values (91)	107	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.27	1	0.7%
1.29	1	0.7%
1.3	1	0.7%
1.33	3	2.2%
1.42	1	0.7%
1.47	1	0.7%
1.51	1	0.7%
1.55	1	0.7%
1.56	2	1.4%
1.58	2	1.4%

Value	Count	Frequency (%)
3.92	1	0.7%
3.82	1	0.7%
3.64	1	0.7%
3.59	1	0.7%
3.58	1	0.7%
3.57	1	0.7%
3.55	1	0.7%
3.53	1	0.7%
3.52	1	0.7%
3.5	1	0.7%

proline
Real number (ℝ)

HIGH CORRELATION

Distinct	98
Distinct (%)	71.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	743.31159

Minimum	278
Maximum	1515
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	278
5-th percentile	379.7
Q1	500
median	675
Q3	981.25
95-th percentile	1285.75
Maximum	1515
Range	1237
Interquartile range (IQR)	481.25

Descriptive statistics

Standard deviation	302.12539
Coefficient of variation (CV)	0.40645859
Kurtosis	-0.55806343
Mean	743.31159
Median Absolute Deviation (MAD)	204
Skewness	0.67777701
Sum	102577
Variance	91279.749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
520	5	3.6%
680	4	2.9%
750	4	2.9%
625	4	2.9%
450	3	2.2%
510	3	2.2%
495	3	2.2%
1065	2	1.4%
1045	2	1.4%
380	2	1.4%
Other values (88)	106	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
278	1	0.7%
325	1	0.7%
342	1	0.7%
345	1	0.7%
352	1	0.7%
365	1	0.7%
378	1	0.7%
380	2	1.4%
385	1	0.7%
392	1	0.7%

Value	Count	Frequency (%)
1515	1	0.7%
1480	1	0.7%
1450	1	0.7%
1375	1	0.7%
1320	1	0.7%
1310	1	0.7%
1290	1	0.7%
1285	2	1.4%
1280	2	1.4%
1270	1	0.7%

target
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

1	55
0	46
2	37

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	138
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	2

Common Values

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Most occurring characters

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	138	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	138	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	55	39.9%
0	46	33.3%
2	37	26.8%

Auto

Heatmap
Table

	alcalinity_of_ash	alcohol	ash	color_intensity	flavanoids	hue	magnesium	malic_acid	nonflavanoid_phenols	od280/od315_of_diluted_wines	proanthocyanins	proline	target	total_phenols
alcalinity_of_ash	1.000	-0.288	0.369	-0.110	-0.422	-0.317	-0.188	0.223	0.344	-0.334	-0.247	-0.468	0.388	-0.329
alcohol	-0.288	1.000	0.275	0.624	0.326	-0.003	0.395	0.151	-0.160	0.132	0.160	0.624	0.573	0.341
ash	0.369	0.275	1.000	0.280	0.079	-0.063	0.337	0.216	0.138	-0.055	0.030	0.251	0.176	0.149
color_intensity	-0.110	0.624	0.280	1.000	-0.043	-0.428	0.374	0.301	0.043	-0.314	-0.095	0.456	0.649	0.010
flavanoids	-0.422	0.326	0.079	-0.043	1.000	0.523	0.219	-0.279	-0.505	0.742	0.726	0.431	0.728	0.875
hue	-0.317	-0.003	-0.063	-0.428	0.523	1.000	-0.001	-0.581	-0.231	0.471	0.377	0.198	0.582	0.422
magnesium	-0.188	0.395	0.337	0.374	0.219	-0.001	1.000	0.125	-0.259	0.032	0.190	0.524	0.416	0.255
malic_acid	0.223	0.151	0.216	0.301	-0.279	-0.581	0.125	1.000	0.201	-0.259	-0.244	-0.017	0.498	-0.241
nonflavanoid_phenols	0.344	-0.160	0.138	0.043	-0.505	-0.231	-0.259	0.201	1.000	-0.504	-0.360	-0.247	0.335	-0.409
od280/od315_of_diluted_wines	-0.334	0.132	-0.055	-0.314	0.742	0.471	0.032	-0.259	-0.504	1.000	0.562	0.273	0.615	0.690
proanthocyanins	-0.247	0.160	0.030	-0.095	0.726	0.377	0.190	-0.244	-0.360	0.562	1.000	0.289	0.421	0.660
proline	-0.468	0.624	0.251	0.456	0.431	0.198	0.524	-0.017	-0.247	0.273	0.289	1.000	0.634	0.426
target	0.388	0.573	0.176	0.649	0.728	0.582	0.416	0.498	0.335	0.615	0.421	0.634	1.000	-0.724
total_phenols	-0.329	0.341	0.149	0.010	0.875	0.422	0.255	-0.241	-0.409	0.690	0.660	0.426	-0.724	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	alcohol	malic_acid	ash	alcalinity_of_ash	magnesium	total_phenols	flavanoids	nonflavanoid_phenols	proanthocyanins	color_intensity	hue	od280/od315_of_diluted_wines	proline	target
0	12.52	2.43	2.17	21.0	88	2.55	2.27	0.26	1.22	2.0	0.90	2.78	325	1
1	13.73	1.50	2.70	22.5	101	3.00	3.25	0.29	2.38	5.7	1.19	2.71	1285	0
2	13.28	1.64	2.84	15.5	110	2.60	2.68	0.34	1.36	4.6	1.09	2.78	880	0
3	13.75	1.73	2.41	16.0	89	2.60	2.76	0.29	1.81	5.6	1.15	2.90	1320	0
4	14.34	1.68	2.70	25.0	98	2.80	1.31	0.53	2.70	13.0	0.57	1.96	660	2
5	13.05	1.73	2.04	12.4	92	2.72	3.27	0.17	2.91	7.2	1.12	2.91	1150	0
6	12.70	3.55	2.36	21.5	106	1.70	1.20	0.17	0.84	5.0	0.78	1.29	600	2
7	14.30	1.92	2.72	20.0	120	2.80	3.14	0.33	1.97	6.2	1.07	2.65	1280	0
8	13.05	5.80	2.13	21.5	86	2.62	2.65	0.30	2.01	2.6	0.73	3.10	380	1
9	14.12	1.48	2.32	16.8	95	2.20	2.43	0.26	1.57	5.0	1.17	2.82	1280	0

	alcohol	malic_acid	ash	alcalinity_of_ash	magnesium	total_phenols	flavanoids	nonflavanoid_phenols	proanthocyanins	color_intensity	hue	od280/od315_of_diluted_wines	proline	target
128	12.96	3.45	2.35	18.5	106	1.39	0.70	0.40	0.94	5.28	0.68	1.75	675	2
129	11.87	4.31	2.39	21.0	82	2.86	3.03	0.21	2.91	2.80	0.75	3.64	380	1
130	12.88	2.99	2.40	20.0	104	1.30	1.22	0.24	0.83	5.40	0.74	1.42	530	2
131	12.16	1.61	2.31	22.8	90	1.78	1.69	0.43	1.56	2.45	1.33	2.26	495	1
132	12.60	1.34	1.90	18.5	88	1.45	1.36	0.29	1.35	2.45	1.04	2.77	562	1
133	12.08	1.83	2.32	18.5	81	1.60	1.50	0.52	1.64	2.40	1.08	2.27	480	1
134	14.16	2.51	2.48	20.0	91	1.68	0.70	0.44	1.24	9.70	0.62	1.71	660	2
135	13.51	1.80	2.65	19.0	110	2.35	2.53	0.29	1.54	4.20	1.10	2.87	1095	0
136	13.69	3.26	2.54	20.0	107	1.83	0.56	0.50	0.80	5.88	0.96	1.82	680	2
137	12.82	3.37	2.30	19.5	88	1.48	0.66	0.40	0.97	10.26	0.72	1.75	685	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample